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源自短动态[F]FDG PET/CT扫描的运动分辨参数成像。

Motion-resolved parametric imaging derived from short dynamic [F]FDG PET/CT scans.

作者信息

Artesani Alessia, van Sluis Joyce, Providência Laura, van Snick Johannes H, Slart Riemer H J A, Noordzij Walter, Tsoumpas Charalampos

机构信息

Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Hanzeplein 1, Groningen 9713 GZ, Netherlands; Department of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, 20072 Pieve Emanuele, Milan, Italy; IRCCS Humanitas Research Hospital, Via Manzoni 56, 20089 Rozzano, Milan, Italy.

Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, Hanzeplein 1, Groningen 9713 GZ, Netherlands.

出版信息

Phys Med. 2025 Jul;135:105010. doi: 10.1016/j.ejmp.2025.105010. Epub 2025 May 29.

Abstract

PURPOSE

This study aims to assess the added value of utilizing short-dynamic whole-body PET/CT scans and implementing motion correction before quantifying metabolic rate, offering more insights into physiological processes. While this approach may not be commonly adopted, addressing motion effects is crucial due to their demonstrated potential to cause significant errors in parametric imaging.

METHODS

A 15-minute dynamic FDG PET acquisition protocol was utilized for four lymphoma patients undergoing therapy evaluation. Parametric imaging was obtained using a population-based input function (PBIF) derived from twelve patients with full 65-minute dynamic FDG PET acquisition. AI-based registration methods were employed to correct misalignments between both PET and ACCT and PET-to-PET. Tumour characteristics were assessed using both parametric images and standardized uptake values (SUV).

RESULTS

The motion correction process significantly reduced mismatches between images without significantly altering voxel intensity values, except for SUV. Following the alignment of the attenuation correction map with the PET frame, an increase in SUV in FDG-avid lymph nodes was observed, indicating its susceptibility to spatial misalignments. In contrast, Patlak K parameter was highly sensitive to misalignment across PET frames, that notably altered the Patlak slope. Upon completion of the motion correction process, the parametric representation revealed heterogeneous behaviour among lymph nodes compared to SUV images. Notably, reduced volume of elevated metabolic rate was determined in the mediastinal lymph nodes in contrast with an SUV of 5 g/ml, indicating potential perfusion or inflammation.

CONCLUSIONS

Motion resolved short-dynamic PET can enhance the utility and reliability of parametric imaging, an aspect often overlooked in commercial software.

摘要

目的

本研究旨在评估在量化代谢率之前使用短动态全身PET/CT扫描并进行运动校正的附加价值,从而更深入地了解生理过程。虽然这种方法可能并不常用,但由于运动效应已被证明有可能在参数成像中导致重大误差,因此解决运动效应至关重要。

方法

对4例接受治疗评估的淋巴瘤患者采用15分钟动态FDG PET采集方案。使用从12例进行了完整65分钟动态FDG PET采集的患者中得出的基于人群的输入函数(PBIF)获得参数成像。采用基于人工智能的配准方法校正PET与ACCT之间以及PET与PET之间的错位。使用参数图像和标准化摄取值(SUV)评估肿瘤特征。

结果

运动校正过程显著减少了图像之间的不匹配,除了SUV外,未显著改变体素强度值。在将衰减校正图与PET帧对齐后,观察到FDG摄取阳性淋巴结的SUV增加,表明其对空间错位敏感。相比之下,Patlak K参数对PET帧之间的错位高度敏感,这显著改变了Patlak斜率。运动校正过程完成后,与SUV图像相比,参数表示显示淋巴结之间存在异质性表现。值得注意的是,与SUV为5 g/ml相比,纵隔淋巴结中代谢率升高的体积减小,表明可能存在灌注或炎症。

结论

运动校正的短动态PET可以提高参数成像的实用性和可靠性,这是商业软件中经常被忽视的一个方面。

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